A data modelling layer built on top of polars and pydantic

🐍 Geometric Computer Vision Library for Spatial AI

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Stable diffusion for real-time music generation

Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation

Altair Ally is a companion package to Altair, which provides a few shortcuts to create common plots for exploratory data analysis.

Reliable, scalable, efficient demultiplexing for single-cell RNA sequencing

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Typer, build great CLIs. Easy to code. Based on Python type hints.

Rank-To-Group score evaluates contribution of confounding factors

A Python toolbox for quantitative, reproducible flow cytometry analysis

All the convenience of lme4 in python

➰ A program for manipulating and playing with knot diagrams.

🧣 A graphical program for exploring the Hopf fibration.

Code to support Johnson*, Linderman*, et al. Curr Bio, 2019.

A Python implementation of fast non-negative deconvolution